Object Tracking is a crucial domain in computer vision. It involves the method of tracking an object which could be a person, ball or a car across a series of frames. For people tracking we might start with all possible detections in a frame and give them an ID. In subsequent frames we attempt to carry forward a person’s ID. If the person has moved faraway from the frame then that ID is dropped. If a replacement person appears then they start off with a fresh ID.